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OpenAI Plans Earlier Third-Party Safety Reviews for AI Models

September 22, 2026 at 17:05 EDT

Foundation Models
AI Agents
Security

OpenAI plans to let outside groups conduct technical safety reviews earlier in the AI model development cycle, extending scrutiny into training, evaluation and deployment rather than concentrating it near launch. The move is aimed at strengthening oversight as frontier systems become more capable and as recent incidents have shown that safety testing itself can create operational risk.

September 22, 2026 · OpenAI

Safety checks move upstream

OpenAI plans to give third-party evaluators a role earlier in model development, extending scrutiny across training, evaluation and deployment.

Lifecycle phases named

Assessment formats

Risk domains cited

Recent cyber-evaluation incidents

The coverage expands across the model lifecycle

1 phaseRelease gate

3 phasesTraining to deployment

The central change is earlier involvement: external review can inform model behavior and safeguards before launch decisions are locked in.

How the review loop works

Training

Probe emerging capabilities.

→

Evaluation

Test safeguards and methods.

Deployment

Shape release decisions.

Why supporters care

Earlier access can help outside experts catch blind spots in cyber, biosecurity, long-horizon autonomy and scheming evaluations.

What remains hard

Sensitive access, confidentiality rules and realistic test environments can create containment and publication challenges.

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